September 30, 2011
Conference Paper

Operational Performance Analysis of Passive Acoustic Monitoring for Killer Whales

Abstract

For the planned tidal turbine site in Puget Sound, WA, the main concern is to protect Southern Resident Killer Whales (SRKW) due to their Endangered Species Act status. A passive acoustic monitoring system is proposed because the whales emit vocalizations that can be detected by a passive system. The algorithm for detection is implemented in two stages. The first stage is an energy detector designed to detect candidate signals. The second stage is a spectral classifier that is designed to reduce false alarms. The evaluation presented here of the detection algorithm incoprporates behavioral models of the species of interest, environmental models of noise levels and potential false alarm sources to provide a realistic characterization of expected operational performance.

Revised: February 10, 2012 | Published: September 30, 2011

Citation

Matzner S., T. Fu, H. Ren, Z. Deng, Y. Sun, and T.J. Carlson. 2011. Operational Performance Analysis of Passive Acoustic Monitoring for Killer Whales. In OCEANS 2011, September 19-22, 2011, Kona, Hawaii. Piscataway, New Jersey:IEEE. PNNL-SA-81899.